disentangling-vae VS scvi-tools

Compare disentangling-vae vs scvi-tools and see what are their differences.

disentangling-vae

Experiments for understanding disentanglement in VAE latent representations (by YannDubs)
beta-vae factor-vae vae variational-autoencoder unsupervised-learning celeba dsprites beta-tcvae disentangled-representations chairs-dataset Mnist fashion-mnist representation-learning reproducible-research Deep Learning Pytorch disentanglement
Source Code
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scvi-tools

Deep probabilistic analysis of single-cell and spatial omics data (by scverse)
scrna-seq variational-bayes variational-autoencoder cite-seq single-cell-genomics single-cell-rna-seq deep-generative-model human-cell-atlas scverse Deep Learning
Source Code
scvi-tools.org
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disentangling-vae scvi-tools
1 2
766 1,131
- 2.6%
0.0 9.4
over 1 year ago 4 days ago
Python Python
GNU General Public License v3.0 or later BSD 3-clause "New" or "Revised" License
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disentangling-vae

Posts with mentions or reviews of disentangling-vae. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-02-08.

scvi-tools

Posts with mentions or reviews of scvi-tools. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-10-03.

What are some alternatives?

When comparing disentangling-vae and scvi-tools you can also consider the following projects:

Efficient-VDVAE - Official Pytorch and JAX implementation of "Efficient-VDVAE: Less is more"

seurat - R toolkit for single cell genomics

PyTorch-VAE - A Collection of Variational Autoencoders (VAE) in PyTorch.

benchmark_VAE - Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)

classification - Classification of the MNIST dataset using various Deep Learning techniques

DALLE-mtf - Open-AI's DALL-E for large scale training in mesh-tensorflow.

sanbomics_scripts - scripts and notebooks from sanbomics

CelebAMask-HQ - A large-scale face dataset for face parsing, recognition, generation and editing.

Roundtrip - Roundtrip: density estimation with deep generative neural networks

minimal_VAE_on_Mario - A minimal VAE trained on Super Mario Bros levels.

Awesome-VAEs - A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.

disentangling-vae vs Efficient-VDVAE scvi-tools vs seurat disentangling-vae vs PyTorch-VAE scvi-tools vs benchmark_VAE disentangling-vae vs classification scvi-tools vs DALLE-mtf disentangling-vae vs benchmark_VAE scvi-tools vs sanbomics_scripts disentangling-vae vs CelebAMask-HQ scvi-tools vs Roundtrip disentangling-vae vs minimal_VAE_on_Mario disentangling-vae vs Awesome-VAEs